Wageningen University & Research Animal Breeding and Genomics, PO Box 338, 6700 AH, Wageningen, The Netherlands.
Genet Sel Evol. 2019 Nov 27;51(1):71. doi: 10.1186/s12711-019-0510-6.
In honey bees, observations are usually made on colonies. The phenotype of a colony is affected by the average breeding value for the worker effect of the thousands of workers in the colony (the worker group) and by the breeding value for the queen effect of the queen of the colony. Because the worker group consists of multiple individuals, interpretation of the variance components and heritabilities of phenotypes observed on the colony and of the accuracy of selection is not straightforward. The additive genetic variance among worker groups depends on the additive genetic relationship between the drone-producing queens (DPQ) that produce the drones that mate with the queen.
Here, we clarify how the relatedness between DPQ affects phenotypic variance, heritability and accuracy of the estimated breeding values of replacement queens. Second, we use simulation to investigate the effect of assumptions about the relatedness between DPQ in the base population on estimates of genetic parameters. Relatedness between DPQ in the base generation may differ considerably between populations because of their history.
Our results show that estimates of (co)variance components and derived genetic parameters were seriously biased (25% too high or too low) when assumptions on the relationship between DPQ in the statistical analysis did not agree with reality.
在蜜蜂中,通常对蜂群进行观察。蜂群的表型受工蜂群体平均育种值的影响(工蜂群体)以及蜂群中蜂王的育种值的影响(蜂王效应)。由于工蜂群体由多个个体组成,因此对蜂群上观察到的表型的方差分量和遗传力以及选择的准确性的解释并不简单。工蜂群体之间的加性遗传方差取决于产生与蜂王交配的雄蜂的雄蜂产生的蜂王(DPQ)之间的加性遗传关系。
在这里,我们阐明了 DPQ 之间的亲缘关系如何影响替代蜂王的估计育种值的表型方差、遗传力和准确性。其次,我们使用模拟来研究基础群体中 DPQ 之间亲缘关系的假设对遗传参数估计的影响。由于历史原因,基础世代 DPQ 之间的亲缘关系在不同种群之间可能有很大差异。
我们的研究结果表明,当统计分析中 DPQ 之间关系的假设与实际情况不符时,(协)方差分量和衍生遗传参数的估计值会严重偏倚(偏高或偏低 25%)。